{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Load image"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "dog = cv2.imread('dog.jpg')\n",
    "dog = cv2.cvtColor(dog, cv2.COLOR_BGR2RGB)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f80d015bee0>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(dog)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# MobileNetV1 SSD Inference"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import torch\n",
    "from what.models.detection.ssd.mobilenet_v2_ssd_lite import MobileNetV2SSDLite"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Initialize the model\n",
    "device = torch.device(\"cuda:0\" if torch.cuda.is_available() else \"cpu\")\n",
    "model = MobileNetV2SSDLite(pretrained=True, is_test=True, device=device)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FPS:  6\n"
     ]
    }
   ],
   "source": [
    "# Run inference\n",
    "_, boxes, labels, probs = model.predict(dog, 10, 0.4)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Display output"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "from what.models.detection.utils.box_utils import draw_bounding_boxes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "dog: 0.99\n"
     ]
    }
   ],
   "source": [
    "output = draw_bounding_boxes(dog, boxes, labels, model.class_names, probs)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f7fc2da0c10>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(output)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
